VGG-UNet/VGG-SegNet Supported Automatic Segmentation of Endoplasmic Reticulum Network in Fluorescence Microscopy Images

Table 1

Initial performance measures achieved for the chosen FMI.

CNN scheme	TP	FN	TN	FP	JA (%)	DI (%)
U-Net	6418	669	42521	568	83.8406	91.2101
SegNet	6422	676	42496	582	83.6198	91.0793
Res-UNet	6424	692	42599	451	84.8949	91.8305
VGG-UNet	7158	3	42811	185	97.4816	98.7248
VGG-SegNet	7085	0	42811	229	96.8690	98.4096